Spatio-Temporal LSTM with Trust Gates for 3D Human Action Recognition

Benchmark Model Rank Results
skeleton-based-action-recognition-on-ntu-rgbd-120Spatio-Temporal LSTMAccuracy (Cross-Subject): 55.7Accuracy (Cross-Setup): 57.9
skeleton-based-action-recognition-on-ntu-rgbd-60ST-LSTMAccuracy (CS): 61.70Accuracy (CV): 75.50
skeleton-based-action-recognition-on-ntu-rgbd-60Spatio-Temporal LSTMAccuracy (CS): 69.2Accuracy (CV): 77.7
skeleton-based-action-recognition-on-sbuST-LSTM + Trust GateAccuracy: 93.3%